Table 6. Biological Inhibitory Activity of Scaffold Candidates.
obs(pIC50) | pred(pIC50) MLR | pred(pIC50) ANN | ||
---|---|---|---|---|
com. | SMILES | in vitro | in silico | |
3b | O=C1C(C(CCC1)=O)=CC2=CC=CS2 | 6.41 | 6.035 | 6.598 |
6b | O=C1C([C@H](C2=CC=CO2)C(C#N)=C(O)O3)=C3CCC1 | 6.09 | 5.950 | 6.200 |
6d | OC(O1)=C(C#N)[C@@H](C2=CC=CS2)C3=C1CCCC3 | 6.38 | 6.888 | 6.354 |
16c | O=C(C1=CNC2=CC=C(OC)C=C2)CCCC1=O | 6.17 | 5.983 | 6.33 |
17d | O=C(OCC)C1=C(N)SC2=C1/C(C(CC2)=O)=C/NC3=CC=C(C)C=C3 | 5.78 | 5.886 | 5.64 |
Foretinib | COC1=CC2=C(C=CN=C2C=C1OCCCN3CCOCC3)OC4=C(C=C(C=C4)NC(=O)C5(CC5)C(=O)NC6=CC=C(C=C6)F)F | 6.67 |